Few-Shot Generalized Category Discovery With Retrieval-Guided Decision Boundary Enhancement

Yunhan Ren, Feng Luo, Siyu Huang

While existing Generalized Category Discovery (GCD) models have achieved significant success, their performance with limited labeled samples and a small number of known categories…